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06/25/2023
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Robustness and compactness are two essential components of deep learning...
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06/20/2022
Global Context Vision Transformers
We propose global context vision transformer (GC ViT), a novel architect...
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10/10/2021
NViT: Vision Transformer Compression and Parameter Redistribution
Transformers yield state-of-the-art results across many tasks. However, ...
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07/13/2021
Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion
Understanding the behavior and vulnerability of pre-trained deep neural ...
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12/21/2018
